Agile Data Warehousing
The Ins and Outs of Data Warehouse Automation
Data warehouse automation puts complex development, deployment, and management on autopilot to reduce resource needs while improving output quality.
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Coalesce is a data transformation platform that leverages column-aware architecture to support data warehousing workloads at scale.
Coalesce streamlines the manual processes involved in data warehousing. Whether you’re looking to build a data warehouse from scratch, re-architect, or migrate, Coalesce is a trusted data transformation solution built for scale.
Built exclusively for Snowflake, Coalesce helps data engineers, data architects, data analysts, and other data professionals save time, improve data quality, and accelerate their time to insights.
Coalesce’ key differentiator is that it’s designed to tackle large data projects with ease by utilizing metadata – information about columns, tables, structure and transformations at the column level.
This allows your team to define their data warehouse , standardize templates, and make change management easy through stress-free deployment planning.
Instead of handwriting a lot of code that you have to either spend a ton of time on or add more people to get done faster, Coalesce acts as an efficiency multiplier for developers.
As powerful as it may be, expertise is still needed to design the end result and convert raw data into an effective data model that can drive desired analytics or self-serving capabilities. Even if you have a model in mind, there are still choices to be made regarding how to reach your end goal.
That’s where Skypoint comes in. Our proficiency lies in optimizing data modeling to unlock the true potential of your data. We focus on “what” exactly you want to accomplish, leaving the “how” practicalities to Coalesce.
We provide an efficient means of deploying Coalesce utilizing our proven patterns developed through years of data warehouse automation tool expertise.
Coalesce’s cloud-native architecture provides a scalable and cost-effective solution for data warehousing, leveraging Snowflake’s cloud-based services and enabling organizations to build end-to-end data pipelines in the cloud.
Keep tabs on the status and version of your data warehouse with its hybrid control plane, an effortless solution that combines visual elements alongside efficient coding.
Automatically generate optimized SQL queries based on the structure and metadata of the underlying data, improving query performance and reducing the need for manual query optimization.
Leverage column names and mappings for easily applying transformations within a data set. Easily track changes in individual columns such as addresses or phone numbers without the need for code-writing skills.
Track each element’s origin and usage, so everyone on the team knows exactly what it means without spending precious time decoding its origin story.
Visualize how data moves through an organization’s data warehouse, helping data professionals better understand the source and transformation history of each column.
Coalesce helps get your business data into Snowflake as efficiently as possible:
With Coalesce’s Column Aware Architecture, you can construct a data warehouse of standardized database objects quickly and painlessly. All the guesswork is eliminated as every change made to your tables are tracked via full documentation with instantaneous impact analysis for added security. Create an entire data model in no time flat! For extra assurance when deploying new changes, use customizable object templates that anyone on your team can replicate in the future or set up COA plans for greater insight into what lies ahead.
Need a data warehouse capable of adapting to future changes? Coalesce’s column-aware architecture makes it easy: easily add new columns and adjust existing ones, all while automatically generating detailed documentation so you know exactly what your pipeline looks like — no guesswork required. Plus, keep up with best practices for industry leading architectures such as Data Vault 2.0 faster than ever before!
Take the hassle out of migrating to Snowflake with Coalesce. Create your data model and nodes, then generate standard SQL specifically tailored for you that is customizable and documented in full detail so you have visibility into how it’s changed over time.
You can even create surrogate keys instead of hash values when rebuilding type II dimensions – all while having access to automated table-level metadata like no other service offers today! With Coalesce’s unbeatable convenience, smoothly transition from months or years worth of work without breaking a sweat.
Data warehouse automation puts complex development, deployment, and management on autopilot to reduce resource needs while improving output quality.
Figuring out data warehousing? This data warehouse quick-start guide offers best practices, along with do’s and don’ts to keep in your back pocket.
Do we need a data warehouse or a data lake? It’s a fair question, because often there is a lot of confusion in the marketplace
Let’s look at what a data lakehouse is, how it’s different from a data warehouse or data lake, the benefits of using one, and how it modernizes your processes.
Skypoint Cloud is your dedicated data partner for unbiased perspectives on how data warehouse automation solutions can optimize your existing data warehouse setup.
